finance.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import the necessary modules\n",
    "#import the data reader for get the data from the yahoo finance\n",
    "from pandas_datareader import data , wb\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import datetime\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yfinance as yf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1 = yf.Ticker(\"ITC.NS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'address1': 'Virginia House',\n",
       " 'address2': '37 Jawaharlal Nehru Road',\n",
       " 'city': 'Kolkata',\n",
       " 'zip': '700071',\n",
       " 'country': 'India',\n",
       " 'phone': '91 33 2288 9371',\n",
       " 'fax': '91 33 2288 0655',\n",
       " 'website': 'https://www.itcportal.com',\n",
       " 'industry': 'Tobacco',\n",
       " 'industryKey': 'tobacco',\n",
       " 'industryDisp': 'Tobacco',\n",
       " 'sector': 'Consumer Defensive',\n",
       " 'sectorKey': 'consumer-defensive',\n",
       " 'sectorDisp': 'Consumer Defensive',\n",
       " 'longBusinessSummary': 'ITC Limited engages in the fast-moving consumer goods, hotels, paperboards and paper and packaging, agri, and information technology businesses in India and internationally. It primarily offers cigarettes and cigars; staples, spices, biscuits, confectionery and gums, snacks, noodles and pasta, beverages, dairy, ready to eat meals, chocolate, coffee, and frozen foods; personal care products; notebooks, pens and pencils, geometry boxes, erasers, sharpeners, rulers, wax and plastic crayons, sketch pens, and oil pastels; safety matches; and incense sticks under various brands. The company also operates approximately 120 hotels under the ITC Hotel, Mementos, Welcomhotel, Storii, Fortune, and WelcomHeritage brands; and Kaya Kalp spas. In addition, it offers virgin, recycled, barrier, biodegradable barrier, solid, and graphic boards, as well as specialty papers; and packaging products, such as carton board, flexible, tobacco, and green packaging products; and exports feed ingredients, food grains, marine products, processed fruits, coffee products, leaf tobacco products, and spices. Further, the company offers information technology services for the banking, financial services, consumer goods, manufacturing, travel, hospitality, and healthcare industries. Additionally, it provides property infrastructure and estate maintenance; engineering, procurement, and construction management services; project management consultancy services; business consulting, real estate development, and agro-forestry and other related services; manages and operates golf courses; fabricates and assembles machinery for tube filling; cartooning and wrapping services; conveyor solutions; and produces and commercializes seed potato technology products. ITC Limited was incorporated in 1910 and is headquartered in Kolkata, India.',\n",
       " 'fullTimeEmployees': 23725,\n",
       " 'companyOfficers': [{'maxAge': 1,\n",
       "   'name': 'Mr. Sanjiv  Puri',\n",
       "   'age': 60,\n",
       "   'title': 'Chairman & MD',\n",
       "   'yearBorn': 1963,\n",
       "   'fiscalYear': 2023,\n",
       "   'totalPay': 163195000,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Supratim  Dutta',\n",
       "   'age': 56,\n",
       "   'title': 'CFO & Whole Time Director',\n",
       "   'yearBorn': 1967,\n",
       "   'fiscalYear': 2023,\n",
       "   'totalPay': 20068000,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Angamuthu Shanmuga Sundaram',\n",
       "   'age': 56,\n",
       "   'title': 'General Counsel & Head of Corporate Legal',\n",
       "   'yearBorn': 1967,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Rajendra Kumar Singhi',\n",
       "   'age': 58,\n",
       "   'title': 'Executive VP, Company Secretary & Compliance Officer',\n",
       "   'yearBorn': 1965,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Arif  Nazeeb',\n",
       "   'age': 61,\n",
       "   'title': 'Head of Corporate Communications & Executive VP',\n",
       "   'yearBorn': 1962,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Sumant  Bhargavan',\n",
       "   'age': 59,\n",
       "   'title': 'Whole time Director',\n",
       "   'yearBorn': 1964,\n",
       "   'fiscalYear': 2023,\n",
       "   'totalPay': 75856000,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Anil K. Rajput',\n",
       "   'age': 67,\n",
       "   'title': 'President of ITC Corporate Affairs',\n",
       "   'yearBorn': 1956,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Hemant  Malik',\n",
       "   'age': 56,\n",
       "   'title': 'Whole Time Director & Divisional Chief Executive of Foods Business',\n",
       "   'yearBorn': 1967,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'Mr. Surampudi  Sivakumar',\n",
       "   'age': 62,\n",
       "   'title': 'Group Head of Agri Business',\n",
       "   'yearBorn': 1961,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0},\n",
       "  {'maxAge': 1,\n",
       "   'name': 'D.  Ashok',\n",
       "   'age': 59,\n",
       "   'title': 'Head of Taxation',\n",
       "   'yearBorn': 1964,\n",
       "   'fiscalYear': 2023,\n",
       "   'exercisedValue': 0,\n",
       "   'unexercisedValue': 0}],\n",
       " 'auditRisk': 3,\n",
       " 'boardRisk': 9,\n",
       " 'compensationRisk': 6,\n",
       " 'shareHolderRightsRisk': 1,\n",
       " 'overallRisk': 8,\n",
       " 'governanceEpochDate': 1716940800,\n",
       " 'compensationAsOfEpochDate': 1703980800,\n",
       " 'maxAge': 86400,\n",
       " 'priceHint': 2,\n",
       " 'previousClose': 423.85,\n",
       " 'open': 426.75,\n",
       " 'dayLow': 424.25,\n",
       " 'dayHigh': 429.55,\n",
       " 'regularMarketPreviousClose': 423.85,\n",
       " 'regularMarketOpen': 426.75,\n",
       " 'regularMarketDayLow': 424.25,\n",
       " 'regularMarketDayHigh': 429.55,\n",
       " 'dividendRate': 15.0,\n",
       " 'dividendYield': 0.0348,\n",
       " 'exDividendDate': 1717459200,\n",
       " 'payoutRatio': 0.79370004,\n",
       " 'fiveYearAvgDividendYield': 3.96,\n",
       " 'beta': 0.275,\n",
       " 'trailingPE': 26.471136,\n",
       " 'forwardPE': 21.869232,\n",
       " 'volume': 28213530,\n",
       " 'regularMarketVolume': 28213530,\n",
       " 'averageVolume': 17833843,\n",
       " 'averageVolume10days': 12576671,\n",
       " 'averageDailyVolume10Day': 12576671,\n",
       " 'marketCap': 5324100599808,\n",
       " 'fiftyTwoWeekLow': 399.35,\n",
       " 'fiftyTwoWeekHigh': 499.7,\n",
       " 'priceToSalesTrailing12Months': 7.5419464,\n",
       " 'fiftyDayAverage': 431.356,\n",
       " 'twoHundredDayAverage': 437.98325,\n",
       " 'trailingAnnualDividendRate': 13.0,\n",
       " 'trailingAnnualDividendYield': 0.030671228,\n",
       " 'currency': 'INR',\n",
       " 'enterpriseValue': 5104970760192,\n",
       " 'profitMargins': 0.29059,\n",
       " 'floatShares': 9056054305,\n",
       " 'sharesOutstanding': 12484700160,\n",
       " 'heldPercentInsiders': 0.28441,\n",
       " 'heldPercentInstitutions': 0.48648,\n",
       " 'impliedSharesOutstanding': 12484700160,\n",
       " 'bookValue': 55.442,\n",
       " 'priceToBook': 7.691822,\n",
       " 'lastFiscalYearEnd': 1680220800,\n",
       " 'nextFiscalYearEnd': 1711843200,\n",
       " 'mostRecentQuarter': 1703980800,\n",
       " 'earningsQuarterlyGrowth': 0.066,\n",
       " 'netIncomeToCommon': 205137100800,\n",
       " 'trailingEps': 16.11,\n",
       " 'forwardEps': 19.5,\n",
       " 'pegRatio': 2.74,\n",
       " 'lastSplitFactor': '3:2',\n",
       " 'lastSplitDate': 1467331200,\n",
       " 'enterpriseToRevenue': 7.232,\n",
       " 'enterpriseToEbitda': 19.47,\n",
       " '52WeekChange': -0.044091105,\n",
       " 'SandP52WeekChange': 0.22256601,\n",
       " 'lastDividendValue': 7.5,\n",
       " 'lastDividendDate': 1717459200,\n",
       " 'exchange': 'NSI',\n",
       " 'quoteType': 'EQUITY',\n",
       " 'symbol': 'ITC.NS',\n",
       " 'underlyingSymbol': 'ITC.NS',\n",
       " 'shortName': 'ITC LTD',\n",
       " 'longName': 'ITC Limited',\n",
       " 'firstTradeDateEpochUtc': 820467900,\n",
       " 'timeZoneFullName': 'Asia/Kolkata',\n",
       " 'timeZoneShortName': 'IST',\n",
       " 'uuid': '2d1c10cc-4829-3114-aea5-57a0600cb464',\n",
       " 'messageBoardId': 'finmb_878153',\n",
       " 'gmtOffSetMilliseconds': 19800000,\n",
       " 'currentPrice': 426.45,\n",
       " 'targetHighPrice': 585.0,\n",
       " 'targetLowPrice': 435.0,\n",
       " 'targetMeanPrice': 500.65,\n",
       " 'targetMedianPrice': 500.0,\n",
       " 'recommendationMean': 1.7,\n",
       " 'recommendationKey': 'buy',\n",
       " 'numberOfAnalystOpinions': 34,\n",
       " 'totalCash': 186688995328,\n",
       " 'totalCashPerShare': 14.976,\n",
       " 'ebitda': 262199574528,\n",
       " 'totalDebt': 2840600064,\n",
       " 'totalRevenue': 705931902976,\n",
       " 'debtToEquity': 0.408,\n",
       " 'revenuePerShare': 56.743,\n",
       " 'earningsGrowth': 0.057,\n",
       " 'revenueGrowth': 0.018,\n",
       " 'grossMargins': 0.59927,\n",
       " 'ebitdaMargins': 0.37142,\n",
       " 'operatingMargins': 0.33543998,\n",
       " 'financialCurrency': 'INR',\n",
       " 'trailingPegRatio': None}"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
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       "      <th>1996-01-01 00:00:00+05:30</th>\n",
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       "                               Open      High       Low     Close    Volume  \\\n",
       "Date                                                                          \n",
       "1996-01-01 00:00:00+05:30  3.236300  3.265455  3.226581  3.255737    985500   \n",
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       "1996-01-03 00:00:00+05:30  2.993334  3.063956  2.974544  3.032208  15160500   \n",
       "1996-01-04 00:00:00+05:30  3.032208  3.109309  2.999812  3.089223  12397500   \n",
       "1996-01-05 00:00:00+05:30  3.089224  3.077562  3.025729  3.033504   5008500   \n",
       "\n",
       "                           Dividends  Stock Splits  \n",
       "Date                                                \n",
       "1996-01-01 00:00:00+05:30        0.0           0.0  \n",
       "1996-01-02 00:00:00+05:30        0.0           0.0  \n",
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     "execution_count": 48,
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   ],
   "source": [
    "df=df1.history(period='max')\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.DataFrame(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
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       "      <th>2024-05-27 00:00:00+05:30</th>\n",
       "      <td>438.799988</td>\n",
       "      <td>438.899994</td>\n",
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       "      <th>2024-05-28 00:00:00+05:30</th>\n",
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       "      <th>2024-05-29 00:00:00+05:30</th>\n",
       "      <td>425.500000</td>\n",
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       "                                 Open        High         Low       Close  \\\n",
       "Date                                                                        \n",
       "1996-01-01 00:00:00+05:30    3.236300    3.265455    3.226581    3.255737   \n",
       "1996-01-02 00:00:00+05:30    3.187706    3.246017    3.084040    3.132633   \n",
       "1996-01-03 00:00:00+05:30    2.993334    3.063956    2.974544    3.032208   \n",
       "1996-01-04 00:00:00+05:30    3.032208    3.109309    2.999812    3.089223   \n",
       "1996-01-05 00:00:00+05:30    3.089224    3.077562    3.025729    3.033504   \n",
       "...                               ...         ...         ...         ...   \n",
       "2024-05-27 00:00:00+05:30  438.799988  438.899994  430.700012  431.500000   \n",
       "2024-05-28 00:00:00+05:30  432.100006  432.500000  428.250000  429.000000   \n",
       "2024-05-29 00:00:00+05:30  425.500000  432.399994  425.500000  430.950012   \n",
       "2024-05-30 00:00:00+05:30  428.500000  430.950012  422.350006  423.850006   \n",
       "2024-05-31 00:00:00+05:30  426.750000  429.549988  424.250000  426.450012   \n",
       "\n",
       "                             Volume  Stock Splits  \n",
       "Date                                               \n",
       "1996-01-01 00:00:00+05:30    985500           0.0  \n",
       "1996-01-02 00:00:00+05:30   7470000           0.0  \n",
       "1996-01-03 00:00:00+05:30  15160500           0.0  \n",
       "1996-01-04 00:00:00+05:30  12397500           0.0  \n",
       "1996-01-05 00:00:00+05:30   5008500           0.0  \n",
       "...                             ...           ...  \n",
       "2024-05-27 00:00:00+05:30  11827050           0.0  \n",
       "2024-05-28 00:00:00+05:30   9310198           0.0  \n",
       "2024-05-29 00:00:00+05:30  10430363           0.0  \n",
       "2024-05-30 00:00:00+05:30  20524428           0.0  \n",
       "2024-05-31 00:00:00+05:30  28213530           0.0  \n",
       "\n",
       "[7136 rows x 6 columns]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.drop('Dividends',axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.drop('Stock Splits',axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.drop('Dividends',axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1996-01-01 00:00:00+05:30</th>\n",
       "      <td>3.236300</td>\n",
       "      <td>3.265455</td>\n",
       "      <td>3.226581</td>\n",
       "      <td>3.255737</td>\n",
       "      <td>985500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1996-01-02 00:00:00+05:30</th>\n",
       "      <td>3.187706</td>\n",
       "      <td>3.246017</td>\n",
       "      <td>3.084040</td>\n",
       "      <td>3.132633</td>\n",
       "      <td>7470000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1996-01-03 00:00:00+05:30</th>\n",
       "      <td>2.993334</td>\n",
       "      <td>3.063956</td>\n",
       "      <td>2.974544</td>\n",
       "      <td>3.032208</td>\n",
       "      <td>15160500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1996-01-04 00:00:00+05:30</th>\n",
       "      <td>3.032208</td>\n",
       "      <td>3.109309</td>\n",
       "      <td>2.999812</td>\n",
       "      <td>3.089223</td>\n",
       "      <td>12397500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1996-01-05 00:00:00+05:30</th>\n",
       "      <td>3.089224</td>\n",
       "      <td>3.077562</td>\n",
       "      <td>3.025729</td>\n",
       "      <td>3.033504</td>\n",
       "      <td>5008500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-27 00:00:00+05:30</th>\n",
       "      <td>438.799988</td>\n",
       "      <td>438.899994</td>\n",
       "      <td>430.700012</td>\n",
       "      <td>431.500000</td>\n",
       "      <td>11827050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-28 00:00:00+05:30</th>\n",
       "      <td>432.100006</td>\n",
       "      <td>432.500000</td>\n",
       "      <td>428.250000</td>\n",
       "      <td>429.000000</td>\n",
       "      <td>9310198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-29 00:00:00+05:30</th>\n",
       "      <td>425.500000</td>\n",
       "      <td>432.399994</td>\n",
       "      <td>425.500000</td>\n",
       "      <td>430.950012</td>\n",
       "      <td>10430363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-30 00:00:00+05:30</th>\n",
       "      <td>428.500000</td>\n",
       "      <td>430.950012</td>\n",
       "      <td>422.350006</td>\n",
       "      <td>423.850006</td>\n",
       "      <td>20524428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2024-05-31 00:00:00+05:30</th>\n",
       "      <td>426.750000</td>\n",
       "      <td>429.549988</td>\n",
       "      <td>424.250000</td>\n",
       "      <td>426.450012</td>\n",
       "      <td>28213530</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7136 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 Open        High         Low       Close  \\\n",
       "Date                                                                        \n",
       "1996-01-01 00:00:00+05:30    3.236300    3.265455    3.226581    3.255737   \n",
       "1996-01-02 00:00:00+05:30    3.187706    3.246017    3.084040    3.132633   \n",
       "1996-01-03 00:00:00+05:30    2.993334    3.063956    2.974544    3.032208   \n",
       "1996-01-04 00:00:00+05:30    3.032208    3.109309    2.999812    3.089223   \n",
       "1996-01-05 00:00:00+05:30    3.089224    3.077562    3.025729    3.033504   \n",
       "...                               ...         ...         ...         ...   \n",
       "2024-05-27 00:00:00+05:30  438.799988  438.899994  430.700012  431.500000   \n",
       "2024-05-28 00:00:00+05:30  432.100006  432.500000  428.250000  429.000000   \n",
       "2024-05-29 00:00:00+05:30  425.500000  432.399994  425.500000  430.950012   \n",
       "2024-05-30 00:00:00+05:30  428.500000  430.950012  422.350006  423.850006   \n",
       "2024-05-31 00:00:00+05:30  426.750000  429.549988  424.250000  426.450012   \n",
       "\n",
       "                             Volume  \n",
       "Date                                 \n",
       "1996-01-01 00:00:00+05:30    985500  \n",
       "1996-01-02 00:00:00+05:30   7470000  \n",
       "1996-01-03 00:00:00+05:30  15160500  \n",
       "1996-01-04 00:00:00+05:30  12397500  \n",
       "1996-01-05 00:00:00+05:30   5008500  \n",
       "...                             ...  \n",
       "2024-05-27 00:00:00+05:30  11827050  \n",
       "2024-05-28 00:00:00+05:30   9310198  \n",
       "2024-05-29 00:00:00+05:30  10430363  \n",
       "2024-05-30 00:00:00+05:30  20524428  \n",
       "2024-05-31 00:00:00+05:30  28213530  \n",
       "\n",
       "[7136 rows x 5 columns]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th>Date</th>\n",
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       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1996-01-01 00:00:00+05:30</td>\n",
       "      <td>3.236300</td>\n",
       "      <td>3.265455</td>\n",
       "      <td>3.226581</td>\n",
       "      <td>3.255737</td>\n",
       "      <td>985500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1996-01-02 00:00:00+05:30</td>\n",
       "      <td>3.187706</td>\n",
       "      <td>3.246017</td>\n",
       "      <td>3.084040</td>\n",
       "      <td>3.132633</td>\n",
       "      <td>7470000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1996-01-03 00:00:00+05:30</td>\n",
       "      <td>2.993334</td>\n",
       "      <td>3.063956</td>\n",
       "      <td>2.974544</td>\n",
       "      <td>3.032208</td>\n",
       "      <td>15160500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1996-01-04 00:00:00+05:30</td>\n",
       "      <td>3.032208</td>\n",
       "      <td>3.109309</td>\n",
       "      <td>2.999812</td>\n",
       "      <td>3.089223</td>\n",
       "      <td>12397500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1996-01-05 00:00:00+05:30</td>\n",
       "      <td>3.089224</td>\n",
       "      <td>3.077562</td>\n",
       "      <td>3.025729</td>\n",
       "      <td>3.033504</td>\n",
       "      <td>5008500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>7131</th>\n",
       "      <td>2024-05-27 00:00:00+05:30</td>\n",
       "      <td>438.799988</td>\n",
       "      <td>438.899994</td>\n",
       "      <td>430.700012</td>\n",
       "      <td>431.500000</td>\n",
       "      <td>11827050</td>\n",
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       "    <tr>\n",
       "      <th>7132</th>\n",
       "      <td>2024-05-28 00:00:00+05:30</td>\n",
       "      <td>432.100006</td>\n",
       "      <td>432.500000</td>\n",
       "      <td>428.250000</td>\n",
       "      <td>429.000000</td>\n",
       "      <td>9310198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7133</th>\n",
       "      <td>2024-05-29 00:00:00+05:30</td>\n",
       "      <td>425.500000</td>\n",
       "      <td>432.399994</td>\n",
       "      <td>425.500000</td>\n",
       "      <td>430.950012</td>\n",
       "      <td>10430363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7134</th>\n",
       "      <td>2024-05-30 00:00:00+05:30</td>\n",
       "      <td>428.500000</td>\n",
       "      <td>430.950012</td>\n",
       "      <td>422.350006</td>\n",
       "      <td>423.850006</td>\n",
       "      <td>20524428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7135</th>\n",
       "      <td>2024-05-31 00:00:00+05:30</td>\n",
       "      <td>426.750000</td>\n",
       "      <td>429.549988</td>\n",
       "      <td>424.250000</td>\n",
       "      <td>426.450012</td>\n",
       "      <td>28213530</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7136 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Date        Open        High         Low  \\\n",
       "0    1996-01-01 00:00:00+05:30    3.236300    3.265455    3.226581   \n",
       "1    1996-01-02 00:00:00+05:30    3.187706    3.246017    3.084040   \n",
       "2    1996-01-03 00:00:00+05:30    2.993334    3.063956    2.974544   \n",
       "3    1996-01-04 00:00:00+05:30    3.032208    3.109309    2.999812   \n",
       "4    1996-01-05 00:00:00+05:30    3.089224    3.077562    3.025729   \n",
       "...                        ...         ...         ...         ...   \n",
       "7131 2024-05-27 00:00:00+05:30  438.799988  438.899994  430.700012   \n",
       "7132 2024-05-28 00:00:00+05:30  432.100006  432.500000  428.250000   \n",
       "7133 2024-05-29 00:00:00+05:30  425.500000  432.399994  425.500000   \n",
       "7134 2024-05-30 00:00:00+05:30  428.500000  430.950012  422.350006   \n",
       "7135 2024-05-31 00:00:00+05:30  426.750000  429.549988  424.250000   \n",
       "\n",
       "           Close    Volume  \n",
       "0       3.255737    985500  \n",
       "1       3.132633   7470000  \n",
       "2       3.032208  15160500  \n",
       "3       3.089223  12397500  \n",
       "4       3.033504   5008500  \n",
       "...          ...       ...  \n",
       "7131  431.500000  11827050  \n",
       "7132  429.000000   9310198  \n",
       "7133  430.950012  10430363  \n",
       "7134  423.850006  20524428  \n",
       "7135  426.450012  28213530  \n",
       "\n",
       "[7136 rows x 6 columns]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1=pd.DataFrame(df)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1.reset_index(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Open           3.236300\n",
       "High           3.265455\n",
       "Low            3.226581\n",
       "Close          3.255737\n",
       "Volume    985500.000000\n",
       "Name: 1996-01-01 00:00:00+05:30, dtype: float64"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.iloc[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Date', 'Open', 'High', 'Low', 'Close', 'Volume'], dtype='object')"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Date', 'Open', 'High', 'Low', 'Close', 'Volume'], dtype='object')"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date      datetime64[ns, Asia/Kolkata]\n",
       "Open                           float64\n",
       "High                           float64\n",
       "Low                            float64\n",
       "Close                          float64\n",
       "Volume                           int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Timestamp('1996-01-01 00:00:00+0530', tz='Asia/Kolkata')"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1['Date'].iloc[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Timestamp('1996-01-01 00:00:00+0530', tz='Asia/Kolkata')"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1['Date'].iloc[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [],
   "source": [
    "import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "#converting the data to string as we have date and time stamp\n",
    "df1['Date']=df1['Date'].map(str)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date       object\n",
       "Open      float64\n",
       "High      float64\n",
       "Low       float64\n",
       "Close     float64\n",
       "Volume      int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1996-01-01 00:00:00+05:30'"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1['Date'].iloc[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1996-01-01'"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x=df1['Date'].iloc[0]\n",
    "x.split(\" \")[0]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "df1['Date-1']=df1['Date'].apply(lambda Date: Date.split(\" \")[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Date</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Date-1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1996-01-01 00:00:00+05:30</td>\n",
       "      <td>3.236300</td>\n",
       "      <td>3.265455</td>\n",
       "      <td>3.226581</td>\n",
       "      <td>3.255737</td>\n",
       "      <td>985500</td>\n",
       "      <td>1996-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1996-01-02 00:00:00+05:30</td>\n",
       "      <td>3.187706</td>\n",
       "      <td>3.246017</td>\n",
       "      <td>3.084040</td>\n",
       "      <td>3.132633</td>\n",
       "      <td>7470000</td>\n",
       "      <td>1996-01-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1996-01-03 00:00:00+05:30</td>\n",
       "      <td>2.993334</td>\n",
       "      <td>3.063956</td>\n",
       "      <td>2.974544</td>\n",
       "      <td>3.032208</td>\n",
       "      <td>15160500</td>\n",
       "      <td>1996-01-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1996-01-04 00:00:00+05:30</td>\n",
       "      <td>3.032208</td>\n",
       "      <td>3.109309</td>\n",
       "      <td>2.999812</td>\n",
       "      <td>3.089223</td>\n",
       "      <td>12397500</td>\n",
       "      <td>1996-01-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1996-01-05 00:00:00+05:30</td>\n",
       "      <td>3.089224</td>\n",
       "      <td>3.077562</td>\n",
       "      <td>3.025729</td>\n",
       "      <td>3.033504</td>\n",
       "      <td>5008500</td>\n",
       "      <td>1996-01-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1996-01-08 00:00:00+05:30</td>\n",
       "      <td>3.033504</td>\n",
       "      <td>3.054884</td>\n",
       "      <td>2.922064</td>\n",
       "      <td>2.940205</td>\n",
       "      <td>12645000</td>\n",
       "      <td>1996-01-08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1996-01-09 00:00:00+05:30</td>\n",
       "      <td>2.940206</td>\n",
       "      <td>2.979080</td>\n",
       "      <td>2.905867</td>\n",
       "      <td>2.932431</td>\n",
       "      <td>8968500</td>\n",
       "      <td>1996-01-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1996-01-10 00:00:00+05:30</td>\n",
       "      <td>2.932430</td>\n",
       "      <td>2.980376</td>\n",
       "      <td>2.902626</td>\n",
       "      <td>2.922712</td>\n",
       "      <td>2988000</td>\n",
       "      <td>1996-01-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1996-01-11 00:00:00+05:30</td>\n",
       "      <td>2.922712</td>\n",
       "      <td>2.940853</td>\n",
       "      <td>2.909105</td>\n",
       "      <td>2.938261</td>\n",
       "      <td>2227500</td>\n",
       "      <td>1996-01-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1996-01-12 00:00:00+05:30</td>\n",
       "      <td>2.938262</td>\n",
       "      <td>2.993334</td>\n",
       "      <td>2.928543</td>\n",
       "      <td>2.967417</td>\n",
       "      <td>4806000</td>\n",
       "      <td>1996-01-12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Date      Open      High       Low     Close  \\\n",
       "0  1996-01-01 00:00:00+05:30  3.236300  3.265455  3.226581  3.255737   \n",
       "1  1996-01-02 00:00:00+05:30  3.187706  3.246017  3.084040  3.132633   \n",
       "2  1996-01-03 00:00:00+05:30  2.993334  3.063956  2.974544  3.032208   \n",
       "3  1996-01-04 00:00:00+05:30  3.032208  3.109309  2.999812  3.089223   \n",
       "4  1996-01-05 00:00:00+05:30  3.089224  3.077562  3.025729  3.033504   \n",
       "5  1996-01-08 00:00:00+05:30  3.033504  3.054884  2.922064  2.940205   \n",
       "6  1996-01-09 00:00:00+05:30  2.940206  2.979080  2.905867  2.932431   \n",
       "7  1996-01-10 00:00:00+05:30  2.932430  2.980376  2.902626  2.922712   \n",
       "8  1996-01-11 00:00:00+05:30  2.922712  2.940853  2.909105  2.938261   \n",
       "9  1996-01-12 00:00:00+05:30  2.938262  2.993334  2.928543  2.967417   \n",
       "\n",
       "     Volume      Date-1  \n",
       "0    985500  1996-01-01  \n",
       "1   7470000  1996-01-02  \n",
       "2  15160500  1996-01-03  \n",
       "3  12397500  1996-01-04  \n",
       "4   5008500  1996-01-05  \n",
       "5  12645000  1996-01-08  \n",
       "6   8968500  1996-01-09  \n",
       "7   2988000  1996-01-10  \n",
       "8   2227500  1996-01-11  \n",
       "9   4806000  1996-01-12  "
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n",
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n",
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n",
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n",
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.PairGrid at 0x23d6601edd0>"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1250x1250 with 30 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.pairplot(df1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\Ramachandra M\\anaconda3\\Lib\\site-packages\\seaborn\\_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
      "  with pd.option_context('mode.use_inf_as_na', True):\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Close', ylabel='Density'>"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.boxplot(x='Date-1',)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: xlabel='Date'>"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df['Close'].plot.line(y='Close')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}